forecast Profile Report

Dataset statistics

Number of variables	22
Number of observations	2565
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	72
Duplicate rows (%)	2.8%
Total size in memory	437.0 KiB
Average record size in memory	174.5 B

Variable types

Numeric	19
Categorical	2
Boolean	1

Alerts

Dataset has 72 (2.8%) duplicate rows	Duplicates
`feature_18` is uniformly distributed	Uniform
`cell_y` has 135 (5.3%) zeros	Zeros
`feature_10` has 633 (24.7%) zeros	Zeros
`feature_15` has 340 (13.3%) zeros	Zeros
`feature_16` has 297 (11.6%) zeros	Zeros
`feature_17` has 67 (2.6%) zeros	Zeros
`feature_19` has 178 (6.9%) zeros	Zeros

Reproduction

Analysis started	2024-09-06 14:47:30.904820
Analysis finished	2024-09-06 14:57:05.677492
Duration	9 minutes and 34.77 seconds
Software version	ydata-profiling vv4.9.0
Download configuration	config.json

cell_x
Real number (ℝ)

Distinct	17
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.4820518 × 10^-15

Minimum	-2800
Maximum	2800
Zeros	0
Zeros (%)	0.0%
Negative	1215
Negative (%)	47.4%
Memory size	33.7 KiB

Quantile statistics

Minimum	-2800
5-th percentile	-2800
Q1	-1400
median	4.733991 × 10^-13
Q3	1400
95-th percentile	2800
Maximum	2800
Range	5600
Interquartile range (IQR)	2800

Descriptive statistics

Standard deviation	1573.771
Coefficient of variation (CV)	6.3406048 × 10¹⁷
Kurtosis	-1.070059
Mean	2.4820518 × 10^-15
Median Absolute Deviation (MAD)	1400
Skewness	-1.2223799 × 10^-17
Sum	6.3664629 × 10^-12
Variance	2476755.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
1400	270	10.5%
2100	270	10.5%
-2100	135	5.3%
1400	135	5.3%
-6.821210263 × 10^-13	135	5.3%
700	135	5.3%
-2800	135	5.3%
-2100	135	5.3%
-1400	135	5.3%
-1400	135	5.3%
Other values (7)	945	36.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2800	135	5.3%
-2100	135	5.3%
-2100	135	5.3%
-1400	135	5.3%
-1400	135	5.3%
-1400	135	5.3%
-700	135	5.3%
-700	135	5.3%
-6.821210263 × 10^-13	135	5.3%
4.733990977 × 10^-13	135	5.3%

Value	Count	Frequency (%)
2800	135	5.3%
2100	270	10.5%
1400	270	10.5%
1400	135	5.3%
700	135	5.3%
700	135	5.3%
9.094947018 × 10^-13	135	5.3%
4.733990977 × 10^-13	135	5.3%
-6.821210263 × 10^-13	135	5.3%
-700	135	5.3%

cell_y
Real number (ℝ)

ZEROS

Distinct	15
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2.0423741 × 10^-13

Minimum	-2424.8711
Maximum	2424.8711
Zeros	135
Zeros (%)	5.3%
Negative	1215
Negative (%)	47.4%
Memory size	33.7 KiB

Quantile statistics

Minimum	-2424.8711
5-th percentile	-2424.8711
Q1	-1212.4356
median	0
Q3	1212.4356
95-th percentile	2424.8711
Maximum	2424.8711
Range	4849.7423
Interquartile range (IQR)	2424.8711

Descriptive statistics

Standard deviation	1573.771
Coefficient of variation (CV)	-7.7055961 × 10¹⁵
Kurtosis	-1.070059
Mean	-2.0423741 × 10^-13
Median Absolute Deviation (MAD)	1212.4356
Skewness	-2.2308434 × 10^-16
Sum	-5.2386895 × 10^-10
Variance	2476755.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
1212.435565	270	10.5%
1212.435565	270	10.5%
-1212.435565	270	10.5%
-2424.871131	270	10.5%
1.136868377 × 10^-13	135	5.3%
4.547473509 × 10^-13	135	5.3%
-6.927791674 × 10^-14	135	5.3%
-1212.435565	135	5.3%
-2424.871131	135	5.3%
0	135	5.3%
Other values (5)	675	26.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2424.871131	135	5.3%
-2424.871131	270	10.5%
-1212.435565	270	10.5%
-1212.435565	135	5.3%
-1212.435565	135	5.3%
-4.547473509 × 10^-13	135	5.3%
-6.927791674 × 10^-14	135	5.3%
0	135	5.3%
1.136868377 × 10^-13	135	5.3%
4.547473509 × 10^-13	135	5.3%

Value	Count	Frequency (%)
2424.871131	135	5.3%
2424.871131	135	5.3%
2424.871131	135	5.3%
1212.435565	270	10.5%
1212.435565	270	10.5%
4.547473509 × 10^-13	135	5.3%
1.136868377 × 10^-13	135	5.3%
0	135	5.3%
-6.927791674 × 10^-14	135	5.3%
-4.547473509 × 10^-13	135	5.3%

cell_z
Real number (ℝ)

Distinct	12
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.631579

Minimum	30
Maximum	60
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.7 KiB

Quantile statistics

Minimum	30
5-th percentile	30
Q1	36
median	48
Q3	54
95-th percentile	60
Maximum	60
Range	30
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	9.3162675
Coefficient of variation (CV)	0.19978452
Kurtosis	-1.2227111
Mean	46.631579
Median Absolute Deviation (MAD)	6
Skewness	-0.34148303
Sum	119610
Variance	86.79284
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
54	540	21.1%
36	270	10.5%
58	270	10.5%
44	270	10.5%
52	270	10.5%
46	135	5.3%
60	135	5.3%
30	135	5.3%
48	135	5.3%
34	135	5.3%
Other values (2)	270	10.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30	135	5.3%
32	135	5.3%
34	135	5.3%
36	270	10.5%
40	135	5.3%
44	270	10.5%
46	135	5.3%
48	135	5.3%
52	270	10.5%
54	540	21.1%

Value	Count	Frequency (%)
60	135	5.3%
58	270	10.5%
54	540	21.1%
52	270	10.5%
48	135	5.3%
46	135	5.3%
44	270	10.5%
40	135	5.3%
36	270	10.5%
34	135	5.3%

feature_1
Categorical

Distinct	4
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	33.7 KiB

0.0	1680
3.0	315
1.0	315
2.0	255

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	7695
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	2.0
3rd row	0.0
4th row	3.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1680	65.5%
3.0	315	12.3%
1.0	315	12.3%
2.0	255	9.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1680	65.5%
3.0	315	12.3%
1.0	315	12.3%
2.0	255	9.9%

Most occurring characters

Value	Count	Frequency (%)
0	4245	55.2%
.	2565	33.3%
3	315	4.1%
1	315	4.1%
2	255	3.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7695	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4245	55.2%
.	2565	33.3%
3	315	4.1%
1	315	4.1%
2	255	3.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7695	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4245	55.2%
.	2565	33.3%
3	315	4.1%
1	315	4.1%
2	255	3.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7695	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4245	55.2%
.	2565	33.3%
3	315	4.1%
1	315	4.1%
2	255	3.3%

feature_2
Real number (ℝ)

Distinct	2126
Distinct (%)	82.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28223175

Minimum	1980.031
Maximum	1.0011778 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.7 KiB

Quantile statistics

Minimum	1980.031
5-th percentile	232867.8
Q1	1627090.5
median	19111089
Q3	53904944
95-th percentile	76838344
Maximum	1.0011778 × 10⁸
Range	1.001158 × 10⁸
Interquartile range (IQR)	52277853

Descriptive statistics

Standard deviation	27533091
Coefficient of variation (CV)	0.97554905
Kurtosis	-0.99174542
Mean	28223175
Median Absolute Deviation (MAD)	18156222
Skewness	0.64209233
Sum	7.2392443 × 10¹⁰
Variance	7.5807112 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12618577.02	11	0.4%
23372888.81	10	0.4%
22947977.6	9	0.4%
11029513.91	8	0.3%
21416483.49	8	0.3%
20913196.18	7	0.3%
20958936.7	6	0.2%
23493252.74	6	0.2%
24760905.6	6	0.2%
978632.0078	5	0.2%
Other values (2116)	2489	97.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1980.030969	1	< 0.1%
1984.702048	1	< 0.1%
1999.380657	1	< 0.1%
2006.991707	1	< 0.1%
2025.397332	1	< 0.1%
2034.695969	1	< 0.1%
2034.697805	3	0.1%
2035.975599	1	< 0.1%
2036.904181	1	< 0.1%
2059.654992	1	< 0.1%

Value	Count	Frequency (%)
100117777.1	1	< 0.1%
99396561.03	1	< 0.1%
99078276.03	1	< 0.1%
98884391.93	1	< 0.1%
98062563.59	1	< 0.1%
96784150.93	1	< 0.1%
96709512.88	1	< 0.1%
96207409.78	1	< 0.1%
95194576.95	1	< 0.1%
94899020.7	1	< 0.1%

feature_3
Real number (ℝ)

Distinct	1273
Distinct (%)	49.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32310991

Minimum	9659.5997
Maximum	89440473
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.7 KiB

Quantile statistics

Minimum	9659.5997
5-th percentile	5366279.5
Q1	16758290
median	25011495
Q3	47404016
95-th percentile	74479508
Maximum	89440473
Range	89430814
Interquartile range (IQR)	30645725

Descriptive statistics

Standard deviation	21282491
Coefficient of variation (CV)	0.65867651
Kurtosis	-0.41365825
Mean	32310991
Median Absolute Deviation (MAD)	12498128
Skewness	0.75989889
Sum	8.2877692 × 10¹⁰
Variance	4.5294443 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31602824.08	15	0.6%
8935933.857	15	0.6%
33387712.72	15	0.6%
1792694.378	15	0.6%
3579604.148	15	0.6%
39023386.42	15	0.6%
8942846.244	15	0.6%
81352817.61	15	0.6%
38469427.51	15	0.6%
36681172.01	15	0.6%
Other values (1263)	2415	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9659.599658	15	0.6%
1790455.298	1	< 0.1%
1791292.894	2	0.1%
1792694.378	15	0.6%
3576622.509	6	0.2%
3577460.104	1	< 0.1%
3577460.104	2	0.1%
3577968.237	5	0.2%
3579604.148	15	0.6%
3580112.281	5	0.2%

Value	Count	Frequency (%)
89440473.21	1	< 0.1%
89160375.26	1	< 0.1%
89048999.73	1	< 0.1%
87656600.83	1	< 0.1%
87654306	1	< 0.1%
87262832.52	5	0.2%
86400846.47	1	< 0.1%
85476665.31	2	0.1%
85476665.31	2	0.1%
84921840.92	2	0.1%

feature_4
Real number (ℝ)

Distinct	955
Distinct (%)	37.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26530715

Minimum	713.71734
Maximum	1.4068104 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.7 KiB

Quantile statistics

Minimum	713.71734
5-th percentile	1825.4786
Q1	659911.32
median	14024148
Q3	46445708
95-th percentile	88203790
Maximum	1.4068104 × 10⁸
Range	1.4068032 × 10⁸
Interquartile range (IQR)	45785796

Descriptive statistics

Standard deviation	30793399
Coefficient of variation (CV)	1.1606698
Kurtosis	0.64002015
Mean	26530715
Median Absolute Deviation (MAD)	14020606
Skewness	1.1711776
Sum	6.8051283 × 10¹⁰
Variance	9.4823341 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16086800.4	15	0.6%
4768.342678	15	0.6%
7777.860144	15	0.6%
54547461.66	15	0.6%
31605063.16	15	0.6%
4438.880044	15	0.6%
73913058.98	15	0.6%
4589.672356	15	0.6%
44101198.33	15	0.6%
8934560.251	15	0.6%
Other values (945)	2415	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
713.7173378	1	< 0.1%
713.7197364	3	0.1%
716.3630382	1	< 0.1%
733.8114784	1	< 0.1%
735.0740962	1	< 0.1%
737.9079606	1	< 0.1%
737.9079606	2	0.1%
759.4998524	1	< 0.1%
779.937883	1	< 0.1%
821.7944878	1	< 0.1%

Value	Count	Frequency (%)
140681036	1	< 0.1%
138336492.9	1	< 0.1%
138336410.1	1	< 0.1%
138336405.4	1	< 0.1%
138336383.8	1	< 0.1%
138336057	1	< 0.1%
138335617.8	1	< 0.1%
138335388.9	1	< 0.1%
138334583.6	1	< 0.1%
138334541	1	< 0.1%

feature_5
Real number (ℝ)

Distinct	371
Distinct (%)	14.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1468.5685

Minimum	242.17816
Maximum	4211.5362
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.7 KiB

Quantile statistics

Minimum	242.17816
5-th percentile	468.87525
Q1	804.55022
median	1374.5939
Q3	1931.0423
95-th percentile	3125.4148
Maximum	4211.5362
Range	3969.358
Interquartile range (IQR)	1126.4921

Descriptive statistics

Standard deviation	798.11006
Coefficient of variation (CV)	0.54346124
Kurtosis	0.53658215
Mean	1468.5685
Median Absolute Deviation (MAD)	560.48495
Skewness	0.89773029
Sum	3766878.2
Variance	636979.66
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
906.0205252	15	0.6%
885.0037154	15	0.6%
1593.706987	15	0.6%
1067.029651	15	0.6%
575.2176842	15	0.6%
3048.765874	15	0.6%
2069.200087	15	0.6%
994.0060362	15	0.6%
2806.717834	15	0.6%
725.5542709	15	0.6%
Other values (361)	2415	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
242.1781598	14	0.5%
251.009744	2	0.1%
279.2684937	1	< 0.1%
284.4098026	15	0.6%
324.8153322	2	0.1%
328.7963119	6	0.2%
358.0578908	2	0.1%
366.4503944	2	0.1%
376.008745	2	0.1%
382.9529997	2	0.1%

Value	Count	Frequency (%)
4211.536154	6	0.2%
4018.567872	3	0.1%
3958.504372	15	0.6%
3941.524243	15	0.6%
3870.074547	5	0.2%
3649.776021	3	0.1%
3307.655487	15	0.6%
3274.906106	1	< 0.1%
3269.230643	15	0.6%
3251.62213	5	0.2%

feature_6
Real number (ℝ)

Distinct	2379
Distinct (%)	92.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.42060485

Minimum	1.400874 × 10^-5
Maximum	2.420182
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.7 KiB

Quantile statistics

Minimum	1.400874 × 10^-5
5-th percentile	0.020593341
Q1	0.09486627
median	0.22985874
Q3	0.63704571
95-th percentile	1.4980572
Maximum	2.420182
Range	2.420168
Interquartile range (IQR)	0.54217944

Descriptive statistics

Standard deviation	0.45318351
Coefficient of variation (CV)	1.0774567
Kurtosis	1.7234016
Mean	0.42060485
Median Absolute Deviation (MAD)	0.17475023
Skewness	1.5034282
Sum	1078.8515
Variance	0.2053753
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1950934053	15	0.6%
0.289333029	7	0.3%
0.4030379678	6	0.2%
1.361764153	6	0.2%
0.287473936	5	0.2%
0.4030379678	5	0.2%
0.0978472736	5	0.2%
0.2338591266	4	0.2%
0.8756257509	4	0.2%
0.08557575888	4	0.2%
Other values (2369)	2504	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.400873964 × 10^-5	1	< 0.1%
1.455941556 × 10^-5	1	< 0.1%
1.514391363 × 10^-5	1	< 0.1%
2.194258627 × 10^-5	1	< 0.1%
2.24255926 × 10^-5	1	< 0.1%
2.379341896 × 10^-5	1	< 0.1%
2.883591572 × 10^-5	1	< 0.1%
4.513094067 × 10^-5	1	< 0.1%
4.514213305 × 10^-5	1	< 0.1%
4.52734211 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
2.420182029	1	< 0.1%
2.420151768	1	< 0.1%
2.411082103	2	0.1%
2.369653271	1	< 0.1%
2.028581171	1	< 0.1%
2.027327282	1	< 0.1%
2.026365694	1	< 0.1%
2.021392157	1	< 0.1%
2.012634875	1	< 0.1%
2.009174715	1	< 0.1%

feature_7
Real number (ℝ)

Distinct	2035
Distinct (%)	79.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.56548041

Minimum	0.14195867
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.7 KiB

Quantile statistics

Minimum	0.14195867
5-th percentile	0.2147223
Q1	0.34161148
median	0.48163159
Q3	0.82646195
95-th percentile	1
Maximum	1
Range	0.85804133
Interquartile range (IQR)	0.48485047

Descriptive statistics

Standard deviation	0.26697716
Coefficient of variation (CV)	0.47212451
Kurtosis	-1.259954
Mean	0.56548041
Median Absolute Deviation (MAD)	0.18508438
Skewness	0.4163378
Sum	1450.4573
Variance	0.071276806
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	41	1.6%
1	13	0.5%
1	6	0.2%
1	6	0.2%
0.9490593836	5	0.2%
0.6944035624	5	0.2%
0.886900866	5	0.2%
0.8715642472	5	0.2%
0.7373582493	5	0.2%
0.9999999896	5	0.2%
Other values (2025)	2469	96.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1419586706	1	< 0.1%
0.1422299732	1	< 0.1%
0.1427306111	1	< 0.1%
0.1457898299	1	< 0.1%
0.1522143112	1	< 0.1%
0.1541392598	1	< 0.1%
0.1557194869	1	< 0.1%
0.1558967901	1	< 0.1%
0.158259385	1	< 0.1%
0.1593899781	1	< 0.1%

Value	Count	Frequency (%)
1	41	1.6%
1	13	0.5%
1	6	0.2%
1	3	0.1%
1	4	0.2%
1	3	0.1%
1	4	0.2%
1	4	0.2%
1	5	0.2%
1	4	0.2%

feature_8
Real number (ℝ)

Distinct	1282
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32314907

Minimum	9659.5997
Maximum	89440473
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.7 KiB

Quantile statistics

Minimum	9659.5997
5-th percentile	5366279.5
Q1	16758290
median	25011673
Q3	47404373
95-th percentile	74479508
Maximum	89440473
Range	89430814
Interquartile range (IQR)	30646083

Descriptive statistics

Standard deviation	21284356
Coefficient of variation (CV)	0.65865441
Kurtosis	-0.41427303
Mean	32314907
Median Absolute Deviation (MAD)	12498307
Skewness	0.75962893
Sum	8.2887735 × 10¹⁰
Variance	4.530238 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31881727.09	15	0.6%
9659.599658	15	0.6%
81353861.75	15	0.6%
8942846.244	15	0.6%
12513366.08	15	0.6%
12508530.58	15	0.6%
8935933.857	15	0.6%
10722514.16	15	0.6%
33387712.72	15	0.6%
31602824.08	15	0.6%
Other values (1272)	2415	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9659.599658	15	0.6%
1790455.298	1	< 0.1%
1791292.894	2	0.1%
1792694.378	15	0.6%
3576622.509	6	0.2%
3577460.104	1	< 0.1%
3577460.104	2	0.1%
3577968.237	5	0.2%
3579604.148	15	0.6%
3580112.281	5	0.2%

Value	Count	Frequency (%)
89440473.21	1	< 0.1%
89160375.26	1	< 0.1%
89049178.4	1	< 0.1%
87656600.83	1	< 0.1%
87654306	1	< 0.1%
87263011.19	2	0.1%
87263011.19	3	0.1%
86401203.69	1	< 0.1%
85476843.98	4	0.2%
84921840.92	2	0.1%

feature_9
Real number (ℝ)

Distinct	370
Distinct (%)	14.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.94235893

Minimum	0.15713696
Maximum	3.0082401
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.7 KiB

Quantile statistics

Minimum	0.15713696
5-th percentile	0.28107456
Q1	0.48543076
median	0.85645853
Q3	1.2111748
95-th percentile	2.0479468
Maximum	3.0082401
Range	2.8511031
Interquartile range (IQR)	0.72574405

Descriptive statistics

Standard deviation	0.54599998
Coefficient of variation (CV)	0.57939705
Kurtosis	0.97651109
Mean	0.94235893
Median Absolute Deviation (MAD)	0.37102777
Skewness	1.0403576
Sum	2417.1507
Variance	0.29811598
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5645078347	15	0.6%
0.5514130389	15	0.6%
0.9929798006	15	0.6%
0.664826658	15	0.6%
0.3583968358	15	0.6%
1.899573105	15	0.6%
1.143237027	15	0.6%
0.5491902463	15	0.6%
1.550717	15	0.6%
0.4008701297	15	0.6%
Other values (360)	2415	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1571369628	15	0.6%
0.1729843998	14	0.5%
0.1792926743	2	0.1%
0.1994774955	1	< 0.1%
0.204860805	6	0.2%
0.2155245741	2	0.1%
0.2230926111	2	0.1%
0.2320109515	2	0.1%
0.2327607389	2	0.1%
0.2445712028	4	0.2%

Value	Count	Frequency (%)
3.00824011	6	0.2%
2.870405623	3	0.1%
2.815374459	15	0.6%
2.466397471	15	0.6%
2.362611062	15	0.6%
2.339218647	1	< 0.1%
2.335164745	15	0.6%
2.322587236	5	0.2%
2.314285714	7	0.3%
2.275383125	15	0.6%

feature_10
Real number (ℝ)

ZEROS

Distinct	576
Distinct (%)	22.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.030505042

Minimum	0
Maximum	1
Zeros	633
Zeros (%)	24.7%
Negative	0
Negative (%)	0.0%
Memory size	33.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.0324071 × 10^-5
median	9.9910081 × 10^-5
Q3	0.00028552519
95-th percentile	0.22249468
Maximum	1
Range	1
Interquartile range (IQR)	0.00027520112

Descriptive statistics

Standard deviation	0.10337905
Coefficient of variation (CV)	3.3889168
Kurtosis	23.856552
Mean	0.030505042
Median Absolute Deviation (MAD)	9.9910081 × 10^-5
Skewness	4.4740234
Sum	78.245433
Variance	0.010687228
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	633	24.7%
3.333777837 × 10^-5	35	1.4%
2.601930117 × 10^-5	31	1.2%
0.000100010001	25	1.0%
2.064750254 × 10^-5	21	0.8%
0.0001333422228	21	0.8%
5.00050005 × 10^-5	20	0.8%
2.064792886 × 10^-5	17	0.7%
2.000360065 × 10^-5	16	0.6%
0.0002147291846	15	0.6%
Other values (566)	1731	67.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	633	24.7%
1.032407102 × 10^-5	9	0.4%
1.300948134 × 10^-5	15	0.6%
1.461137008 × 10^-5	3	0.1%
1.461137008 × 10^-5	8	0.3%
1.461137008 × 10^-5	4	0.2%
1.461411269 × 10^-5	1	< 0.1%
1.666972278 × 10^-5	2	0.1%
1.711361508 × 10^-5	7	0.3%
1.711361508 × 10^-5	7	0.3%

Value	Count	Frequency (%)
1	2	0.1%
0.8725184053	3	0.1%
0.7450433123	1	< 0.1%
0.7450335595	1	< 0.1%
0.7450303085	1	< 0.1%
0.6608126585	1	< 0.1%
0.6579231179	1	< 0.1%
0.6578303738	1	< 0.1%
0.6578245185	1	< 0.1%
0.6577952392	1	< 0.1%

feature_11
Boolean

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.2 KiB

False	2250
True	315

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	2250	87.7%
True	315	12.3%

feature_12
Real number (ℝ)

Distinct	10
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1594.1861

Minimum	1400
Maximum	1809.9485
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.7 KiB

Quantile statistics

Minimum	1400
5-th percentile	1400
Q1	1400
median	1604.9742
Q3	1809.9485
95-th percentile	1809.9485
Maximum	1809.9485
Range	409.94845
Interquartile range (IQR)	409.94845

Descriptive statistics

Standard deviation	169.238
Coefficient of variation (CV)	0.1061595
Kurtosis	-1.5266126
Mean	1594.1861
Median Absolute Deviation (MAD)	204.97423
Skewness	0.098026439
Sum	4089087.4
Variance	28641.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1400	675	26.3%
1809.948452	405	15.8%
1809.948452	270	10.5%
1604.974226	270	10.5%
1604.974226	270	10.5%
1400	135	5.3%
1604.974226	135	5.3%
1400	135	5.3%
1809.948452	135	5.3%
1604.974226	135	5.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1400	135	5.3%
1400	675	26.3%
1400	135	5.3%
1604.974226	135	5.3%
1604.974226	135	5.3%
1604.974226	270	10.5%
1604.974226	270	10.5%
1809.948452	405	15.8%
1809.948452	270	10.5%
1809.948452	135	5.3%

Value	Count	Frequency (%)
1809.948452	135	5.3%
1809.948452	270	10.5%
1809.948452	405	15.8%
1604.974226	270	10.5%
1604.974226	270	10.5%
1604.974226	135	5.3%
1604.974226	135	5.3%
1400	135	5.3%
1400	675	26.3%
1400	135	5.3%

feature_13
Real number (ℝ)

Distinct	12
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.0460039

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.4759353
Coefficient of variation (CV)	0.5749145
Kurtosis	-1.1908867
Mean	6.0460039
Median Absolute Deviation (MAD)	3
Skewness	0.11181081
Sum	15508
Variance	12.082126
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	334	13.0%
4	274	10.7%
9	262	10.2%
7	233	9.1%
5	211	8.2%
2	198	7.7%
3	191	7.4%
11	185	7.2%
6	182	7.1%
8	178	6.9%
Other values (2)	317	12.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	334	13.0%
2	198	7.7%
3	191	7.4%
4	274	10.7%
5	211	8.2%
6	182	7.1%
7	233	9.1%
8	178	6.9%
9	262	10.2%
10	145	5.7%

Value	Count	Frequency (%)
12	172	6.7%
11	185	7.2%
10	145	5.7%
9	262	10.2%
8	178	6.9%
7	233	9.1%
6	182	7.1%
5	211	8.2%
4	274	10.7%
3	191	7.4%

feature_14
Real number (ℝ)

Distinct	2105
Distinct (%)	82.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28219920

Minimum	1980.031
Maximum	1.0011575 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.7 KiB

Quantile statistics

Minimum	1980.031
5-th percentile	232867.8
Q1	1627090.5
median	19111067
Q3	53904171
95-th percentile	76836718
Maximum	1.0011575 × 10⁸
Range	1.0011377 × 10⁸
Interquartile range (IQR)	52277080

Descriptive statistics

Standard deviation	27528256
Coefficient of variation (CV)	0.97549021
Kurtosis	-0.99193792
Mean	28219920
Median Absolute Deviation (MAD)	18156200
Skewness	0.64193663
Sum	7.2384094 × 10¹⁰
Variance	7.5780486 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12618408.47	11	0.4%
23372719.79	10	0.4%
22947680.4	9	0.4%
21416381.69	8	0.3%
11029295.26	8	0.3%
20913158.26	7	0.3%
23493150.93	6	0.2%
18470083.25	6	0.2%
24760608.41	6	0.2%
20958913.27	6	0.2%
Other values (2095)	2488	97.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1980.030969	1	< 0.1%
1984.702048	1	< 0.1%
1999.380657	1	< 0.1%
2006.991707	1	< 0.1%
2025.397332	1	< 0.1%
2034.695969	1	< 0.1%
2034.697805	3	0.1%
2035.975599	1	< 0.1%
2036.904181	1	< 0.1%
2059.654992	1	< 0.1%

Value	Count	Frequency (%)
100115750.4	1	< 0.1%
99393526.23	1	< 0.1%
99075367.98	1	< 0.1%
98882137.82	1	< 0.1%
98060418.87	1	< 0.1%
96782532.07	1	< 0.1%
96707331.43	1	< 0.1%
96204138.79	1	< 0.1%
95192958.12	1	< 0.1%
94897535.69	1	< 0.1%

feature_15
Real number (ℝ)

ZEROS

Distinct	777
Distinct (%)	30.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	748660.57

Minimum	0
Maximum	15816156
Zeros	340
Zeros (%)	13.3%
Negative	0
Negative (%)	0.0%
Memory size	33.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	225.70985
median	3160.3098
Q3	7599.1898
95-th percentile	5371504.6
Maximum	15816156
Range	15816156
Interquartile range (IQR)	7373.48

Descriptive statistics

Standard deviation	2106412.1
Coefficient of variation (CV)	2.8135743
Kurtosis	13.672852
Mean	748660.57
Median Absolute Deviation (MAD)	3012.7999
Skewness	3.5892227
Sum	1.9203144 × 10⁹
Variance	4.436972 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	340	13.3%
357.3406443	76	3.0%
2624.298812	60	2.3%
2830.847144	47	1.8%
4081.539399	46	1.8%
3366.858111	43	1.7%
178.6703221	43	1.7%
893.3516107	38	1.5%
3160.309779	33	1.3%
2473.5065	32	1.2%
Other values (767)	1807	70.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	340	13.3%
51.31462723	3	0.1%
51.31471055	1	< 0.1%
52.67503037	5	0.2%
52.69519786	2	0.1%
52.6952822	4	0.2%
65.35563547	5	0.2%
65.44740436	2	0.1%
65.45222589	4	0.2%
65.51021856	3	0.1%

Value	Count	Frequency (%)
15816155.51	1	< 0.1%
14029094.94	1	< 0.1%
14026800.11	1	< 0.1%
14025839.6	1	< 0.1%
14025660.93	1	< 0.1%
14025660.93	1	< 0.1%
14025482.26	2	0.1%
12244122.67	1	< 0.1%
12242447.48	1	< 0.1%
12238395.97	1	< 0.1%

feature_16
Real number (ℝ)

ZEROS

Distinct	979
Distinct (%)	38.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.014141595

Minimum	0
Maximum	0.46103633
Zeros	297
Zeros (%)	11.6%
Negative	0
Negative (%)	0.0%
Memory size	33.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.2697356 × 10^-5
median	5.2505257 × 10^-5
Q3	0.00093880845
95-th percentile	0.070483288
Maximum	0.46103633
Range	0.46103633
Interquartile range (IQR)	0.00092611109

Descriptive statistics

Standard deviation	0.037107188
Coefficient of variation (CV)	2.6239748
Kurtosis	38.692074
Mean	0.014141595
Median Absolute Deviation (MAD)	5.0960827 × 10^-5
Skewness	5.1407668
Sum	36.27319
Variance	0.0013769434
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	297	11.6%
0.0001989990772	15	0.6%
0.0001143858232	15	0.6%
1.543761366 × 10^-5	15	0.6%
0.0001066873289	15	0.6%
3.351150197 × 10^-6	15	0.6%
0.0001948267603	15	0.6%
0.05069208196	15	0.6%
0.0001255496007	15	0.6%
0.00059878184	15	0.6%
Other values (969)	2133	83.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	297	11.6%
1.451303062 × 10^-6	1	< 0.1%
1.451303062 × 10^-6	1	< 0.1%
1.54442987 × 10^-6	1	< 0.1%
1.56864929 × 10^-6	1	< 0.1%
1.637751022 × 10^-6	1	< 0.1%
1.641874469 × 10^-6	1	< 0.1%
1.72227076 × 10^-6	1	< 0.1%
1.726910035 × 10^-6	1	< 0.1%
1.747746802 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
0.4610363349	2	0.1%
0.4063036531	1	< 0.1%
0.3308065062	1	< 0.1%
0.3308033076	1	< 0.1%
0.3127050627	1	< 0.1%
0.3057218221	1	< 0.1%
0.3057198922	1	< 0.1%
0.3016500823	1	< 0.1%
0.3016474227	1	< 0.1%
0.2824657838	1	< 0.1%

feature_17
Real number (ℝ)

ZEROS

Distinct	29
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.14484823

Minimum	-0.10714286
Maximum	0.39285714
Zeros	67
Zeros (%)	2.6%
Negative	275
Negative (%)	10.7%
Memory size	33.7 KiB

Quantile statistics

Minimum	-0.10714286
5-th percentile	-0.035714286
Q1	0.071428571
median	0.14285714
Q3	0.23214286
95-th percentile	0.32142857
Maximum	0.39285714
Range	0.5
Interquartile range (IQR)	0.16071429

Descriptive statistics

Standard deviation	0.10886671
Coefficient of variation (CV)	0.75159159
Kurtosis	-0.68703662
Mean	0.14484823
Median Absolute Deviation (MAD)	0.071428571
Skewness	-0.041153485
Sum	371.53571
Variance	0.011851961
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0.125	195	7.6%
0.2142857143	185	7.2%
0.1428571429	177	6.9%
0.1607142857	170	6.6%
0.1071428571	146	5.7%
0.25	146	5.7%
0.08928571429	127	5.0%
0.07142857143	126	4.9%
-0.01785714286	125	4.9%
0.03571428571	104	4.1%
Other values (19)	1064	41.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.1071428571	11	0.4%
-0.08928571429	1	< 0.1%
-0.07142857143	71	2.8%
-0.05357142857	5	0.2%
-0.03571428571	62	2.4%
-0.01785714286	125	4.9%
0	67	2.6%
0.01785714286	61	2.4%
0.03571428571	104	4.1%
0.05357142857	92	3.6%

Value	Count	Frequency (%)
0.3928571429	1	< 0.1%
0.375	18	0.7%
0.3571428571	45	1.8%
0.3392857143	37	1.4%
0.3214285714	72	2.8%
0.3035714286	77	3.0%
0.2857142857	96	3.7%
0.2678571429	56	2.2%
0.25	146	5.7%
0.2321428571	98	3.8%

feature_18
Categorical

UNIFORM

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	33.7 KiB

58035714.28571428	855
81250000.0	855
114285714.28571428	855

Length

Max length	18
Median length	17
Mean length	15
Min length	10

Characters and Unicode

Total characters	38475
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	58035714.28571428
2nd row	81250000.0
3rd row	114285714.28571428
4th row	58035714.28571428
5th row	81250000.0

Common Values

Value	Count	Frequency (%)
58035714.28571428	855	33.3%
81250000.0	855	33.3%
114285714.28571428	855	33.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
58035714.28571428	855	33.3%
81250000.0	855	33.3%
114285714.28571428	855	33.3%

Most occurring characters

Value	Count	Frequency (%)
8	5985	15.6%
1	5985	15.6%
5	5130	13.3%
0	5130	13.3%
2	5130	13.3%
4	4275	11.1%
7	3420	8.9%
.	2565	6.7%
3	855	2.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	38475	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
8	5985	15.6%
1	5985	15.6%
5	5130	13.3%
0	5130	13.3%
2	5130	13.3%
4	4275	11.1%
7	3420	8.9%
.	2565	6.7%
3	855	2.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	38475	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
8	5985	15.6%
1	5985	15.6%
5	5130	13.3%
0	5130	13.3%
2	5130	13.3%
4	4275	11.1%
7	3420	8.9%
.	2565	6.7%
3	855	2.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	38475	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
8	5985	15.6%
1	5985	15.6%
5	5130	13.3%
0	5130	13.3%
2	5130	13.3%
4	4275	11.1%
7	3420	8.9%
.	2565	6.7%
3	855	2.2%

feature_19
Real number (ℝ)

ZEROS

Distinct	1356
Distinct (%)	52.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.014141595

Minimum	0
Maximum	0.34693699
Zeros	178
Zeros (%)	6.9%
Negative	0
Negative (%)	0.0%
Memory size	33.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.7706213 × 10^-5
median	8.6154128 × 10^-5
Q3	0.013145575
95-th percentile	0.070482665
Maximum	0.34693699
Range	0.34693699
Interquartile range (IQR)	0.013127869

Descriptive statistics

Standard deviation	0.034476216
Coefficient of variation (CV)	2.4379299
Kurtosis	25.897714
Mean	0.014141595
Median Absolute Deviation (MAD)	8.0729754 × 10^-5
Skewness	4.3724214
Sum	36.27319
Variance	0.0011886095
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	178	6.9%
0.0002944070585	15	0.6%
2.421818441 × 10^-5	15	0.6%
0.0001780743496	15	0.6%
3.163485733 × 10^-6	15	0.6%
0.0001942850581	15	0.6%
0.0003583663538	15	0.6%
3.351150197 × 10^-6	15	0.6%
0.0001417173316	15	0.6%
0.0003893380137	15	0.6%
Other values (1346)	2252	87.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	178	6.9%
1.909315961 × 10^-6	1	< 0.1%
1.940577128 × 10^-6	1	< 0.1%
2.096952802 × 10^-6	1	< 0.1%
2.10383424 × 10^-6	1	< 0.1%
2.149032764 × 10^-6	1	< 0.1%
2.188718032 × 10^-6	1	< 0.1%
2.196216006 × 10^-6	1	< 0.1%
2.245517628 × 10^-6	1	< 0.1%
2.351073492 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
0.3469369873	1	< 0.1%
0.3294807031	1	< 0.1%
0.325938134	1	< 0.1%
0.3252982176	1	< 0.1%
0.2851302851	1	< 0.1%
0.2772090447	1	< 0.1%
0.2712564478	1	< 0.1%
0.2710908247	1	< 0.1%
0.2684257643	1	< 0.1%
0.2645874018	1	< 0.1%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

		cell_x	cell_y	cell_z	feature_1	feature_2	feature_3	feature_4	feature_5	feature_6	feature_7	feature_8	feature_9	feature_10	feature_11	feature_12	feature_13	feature_14	feature_15	feature_16	feature_17	feature_18	feature_19
date	cell_id
2024-01-01	0	1400.0	1.136868e-13	36.0	0.0	5.628905e+07	5.276937e+07	1.182938e+08	1441.167582	0.211673	0.553440	5.277167e+07	1.029405	0.203464	True	1400.0	7.0	5.628882e+07	5.376503e+06	0.020885	0.214286	5.803571e+07	0.183350
	1	1400.0	1.136868e-13	36.0	2.0	1.448895e+07	8.940317e+06	4.589672e+03	565.106185	0.251047	0.420040	8.940317e+06	0.403647	0.000982	False	1400.0	9.0	1.448893e+07	2.624299e+03	0.000253	0.142857	8.125000e+07	0.000008
	2	1400.0	1.136868e-13	36.0	0.0	4.619858e+06	1.917261e+07	3.462102e+06	2045.724566	0.739179	1.000000	1.917261e+07	1.461232	0.000000	False	1400.0	4.0	4.619858e+06	2.142543e+02	0.000044	0.142857	1.142857e+08	0.000146
	3	1400.0	1.136868e-13	36.0	3.0	7.812103e+07	2.953364e+07	1.607711e+07	1974.726563	0.027794	0.397707	2.953364e+07	1.410519	0.000000	True	1400.0	6.0	7.812001e+07	1.937496e+03	0.189714	0.071429	5.803571e+07	0.028831
	4	1400.0	1.136868e-13	36.0	0.0	8.155186e+06	8.916038e+07	5.362047e+06	2307.346745	0.476142	0.403894	8.916038e+07	1.648105	0.000017	False	1400.0	9.0	8.155186e+06	3.160310e+03	0.000013	0.125000	8.125000e+07	0.000224
	5	1400.0	1.136868e-13	36.0	1.0	1.512829e+06	1.879916e+07	1.263476e+03	2142.822904	1.617430	0.867668	1.879916e+07	1.530588	0.000017	False	1400.0	5.0	1.512829e+06	9.837117e+01	0.000037	0.267857	1.142857e+08	0.000889
	6	1400.0	1.136868e-13	36.0	0.0	5.210668e+07	5.633682e+07	4.080741e+07	2545.624678	0.068107	0.437608	5.633700e+07	1.818303	0.000134	True	1400.0	12.0	5.210622e+07	1.796446e+06	0.036777	0.214286	5.803571e+07	0.039165
	7	1400.0	1.136868e-13	36.0	0.0	8.112109e+06	4.767922e+07	1.608254e+07	1620.063270	0.537138	0.389914	4.767922e+07	1.157188	0.000050	False	1400.0	2.0	8.112090e+06	1.758825e+03	0.000008	0.071429	8.125000e+07	0.000046
	8	1400.0	1.136868e-13	36.0	3.0	1.574739e+06	3.582078e+06	4.232332e+03	731.303631	0.491950	0.723363	3.582078e+06	0.522360	0.000000	False	1400.0	8.0	1.574739e+06	0.000000e+00	0.000939	0.035714	1.142857e+08	0.000071
	9	700.0	1.212436e+03	46.0	3.0	7.166899e+07	5.990993e+07	9.411888e+07	1695.644735	0.127767	0.661088	5.990993e+07	1.211175	0.226178	True	1400.0	11.0	7.166771e+07	3.583038e+06	0.023195	0.232143	5.803571e+07	0.000000

		cell_x	cell_y	cell_z	feature_1	feature_2	feature_3	feature_4	feature_5	feature_6	feature_7	feature_8	feature_9	feature_10	feature_11	feature_12	feature_13	feature_14	feature_15	feature_16	feature_17	feature_18	feature_19
date	cell_id
2024-01-15	161	9.094947e-13	2424.871131	40.0	2.0	6.874301e+05	1.875549e+07	3.896303e+05	1060.319719	0.926948	1.000000	1.875549e+07	0.660646	0.000000	False	1604.974226	10.0	6.874301e+05	0.000000e+00	0.000054	0.321429	1.142857e+08	0.000111
	162	1.400000e+03	2424.871131	52.0	0.0	6.935673e+07	3.367151e+07	5.990316e+07	1016.195006	0.058521	0.300759	3.367508e+07	0.561450	0.166776	False	1809.948452	12.0	6.935619e+07	1.799579e+06	0.019090	0.107143	5.803571e+07	0.118020
	163	1.400000e+03	2424.871131	52.0	0.0	2.972542e+07	3.215986e+07	2.501501e+07	790.648739	0.070282	0.337632	3.215986e+07	0.436835	0.000075	False	1809.948452	6.0	2.972536e+07	2.473507e+03	0.000000	0.107143	8.125000e+07	0.000020
	164	1.400000e+03	2424.871131	52.0	0.0	4.753994e+05	1.250853e+07	6.878999e+06	804.550222	0.508480	0.694418	1.250853e+07	0.444516	0.000050	False	1809.948452	12.0	4.753994e+05	1.786703e+02	0.000018	0.107143	1.142857e+08	0.000126
	165	1.400000e+03	2424.871131	52.0	0.0	7.034713e+07	3.695862e+07	4.711662e+07	575.061252	0.015829	0.268070	3.695880e+07	0.317722	0.000021	False	1809.948452	10.0	7.034483e+07	2.981639e+03	0.145414	0.107143	5.803571e+07	0.015100
	166	1.400000e+03	2424.871131	52.0	0.0	1.892002e+07	3.188155e+07	3.517436e+07	757.080047	0.040072	0.280056	3.188173e+07	0.418288	0.000421	False	1809.948452	4.0	1.892001e+07	3.902869e+03	0.000008	0.214286	8.125000e+07	0.000008
	167	1.400000e+03	2424.871131	52.0	0.0	1.626599e+06	1.251337e+07	7.186093e+03	1587.668871	0.395386	0.853562	1.251337e+07	0.877190	0.000100	False	1809.948452	11.0	1.626599e+06	3.573406e+02	0.000183	0.250000	1.142857e+08	0.000115
	168	1.400000e+03	2424.871131	52.0	3.0	5.973766e+07	2.831064e+07	8.998928e+07	1675.641612	0.061159	0.314812	2.831118e+07	0.925795	0.000000	False	1809.948452	8.0	5.973616e+07	8.369627e+03	0.030200	0.142857	5.803571e+07	0.061584
	169	1.400000e+03	2424.871131	52.0	0.0	2.514312e+07	7.626568e+07	1.251396e+07	1540.546426	0.334999	0.382554	7.626568e+07	0.851155	0.000140	False	1809.948452	8.0	2.514306e+07	5.840365e+03	0.000022	0.125000	8.125000e+07	0.000027
	170	1.400000e+03	2424.871131	52.0	1.0	1.528106e+05	2.018489e+07	6.439616e+03	1534.043560	1.186096	0.826462	2.018489e+07	0.847562	0.000050	False	1809.948452	9.0	1.528106e+05	1.474003e+02	0.000195	0.160714	1.142857e+08	0.000158

Most frequently occurring

	cell_x	cell_y	cell_z	feature_2	feature_3	feature_4	feature_5	feature_6	feature_7	feature_8	feature_9	feature_10	feature_11	feature_12	feature_13	feature_14	feature_15	feature_16	feature_17	feature_18	feature_19	# duplicates
4	-2800.0	-4.547474e-13	34.0	2.919738e+05	2.295660e+07	7.420514e+03	725.554271	0.403038	0.805821	2.295660e+07	0.400870	0.000200	False	1809.948452	9.0	2.919738e+05	893.350937	0.000258	0.071429	1.142857e+08	0.000370	5
0	-2800.0	-4.547474e-13	34.0	2.328678e+05	3.583602e+06	7.777860e+03	468.875250	0.565246	0.666716	3.583602e+06	0.259054	0.000497	False	1809.948452	2.0	2.328678e+05	893.351611	0.000199	-0.017857	1.142857e+08	0.000256	4
2	-2800.0	-4.547474e-13	34.0	2.329591e+05	3.583602e+06	7.777860e+03	468.875250	0.569346	0.666560	3.583602e+06	0.259054	0.000497	False	1809.948452	2.0	2.329591e+05	893.351611	0.000199	-0.017857	1.142857e+08	0.000256	4
6	-2800.0	-4.547474e-13	34.0	2.920043e+05	2.295660e+07	7.420514e+03	725.554271	0.403038	0.805701	2.295660e+07	0.400870	0.000200	False	1809.948452	9.0	2.920043e+05	893.350945	0.000258	0.071429	1.142857e+08	0.000370	4
8	-2100.0	-1.212436e+03	44.0	5.597693e+03	2.517404e+07	1.366035e+06	1491.608486	1.357664	0.737358	2.517404e+07	0.929366	0.000000	False	1604.974226	6.0	5.597693e+03	271.656797	0.000045	0.035714	1.142857e+08	0.000162	4
10	-2100.0	-1.212436e+03	44.0	5.600130e+03	2.517659e+07	1.366173e+06	1491.608486	1.361764	0.737302	2.517659e+07	0.929366	0.000000	False	1604.974226	6.0	5.600130e+03	271.684354	0.000045	0.035714	1.142857e+08	0.000162	4
22	-1400.0	2.424871e+03	44.0	1.045406e+06	2.076107e+07	4.373268e+06	800.591232	0.195093	1.000000	2.076107e+07	0.442328	0.000000	False	1809.948452	10.0	1.045406e+06	109.272023	0.000038	0.321429	1.142857e+08	0.000040	4
24	-1400.0	2.424871e+03	44.0	1.046904e+06	2.076167e+07	4.373395e+06	800.591232	0.195093	1.000000	2.076167e+07	0.442328	0.000000	False	1809.948452	10.0	1.046904e+06	109.275189	0.000038	0.321429	1.142857e+08	0.000040	4
21	-1400.0	2.424871e+03	44.0	1.042517e+06	2.074004e+07	4.368837e+06	800.591232	0.195093	1.000000	2.074004e+07	0.442328	0.000000	False	1809.948452	10.0	1.042517e+06	109.161313	0.000038	0.321429	1.142857e+08	0.000040	3
27	-700.0	-1.212436e+03	36.0	2.034698e+03	1.798049e+07	1.745698e+03	1063.910370	0.875091	1.000000	1.798049e+07	0.759936	0.000033	False	1400.000000	7.0	2.034698e+03	75.899906	0.000138	0.142857	1.142857e+08	0.000147	3

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Missing values

Sample

Duplicate rows

Most frequently occurring